# Francisco IA & Negocios (@iaynegocios) on tiktok

- id: koinon:creator:tiktok_iaynegocios
- url: https://koinonlink.com/kol/tiktok/iaynegocios
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: iaynegocios
- platform_url: https://www.tiktok.com/@iaynegocios
- website: https://iaynegocios.com/links
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6712
- following: 128
- posts_total: 295
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Colaborador Digital y organigrama híbrido, Patrimonio digital vs alquiler de SaaS, Open source y self-hosted AI para evitar dependencia, Automatización de WhatsApp y atención al cliente, Riesgos regulatorios y de seguridad con IA de terceros, Construcción de agentes IA propios sin código
- bio: 🔥 SOLICITA TU DEMO SIN COSTO🔥

👇🏼 Ingresa al link 👇🏼

## Audience (inferred)
- status: present
- description: Hispanic-speaking small business owners and entrepreneurs looking to implement AI in their businesses without relying on SaaS
- roles: automation
- seniority: decision_maker
- pain_points: Paying monthly AI subscriptions that aren't owned by the company and are lost when payments stop, Relying on third-party APIs and platforms that can change prices, policies, or fail, Being unable to control or audit what AI agents do with business data, Difficulty integrating multiple tools without code or developers
- posts_analysed: 87
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [tiktok_iaynegocios#287f5085] OpenClaw conecta 50 herramientas y tu colaborador digital ejecuta entre ellas sin código. Así se construye un organigrama híbrido que sí es tuyo. #fyp #parati #IAparanegocios #inteligenciaartificial #emprendimiento #negociosdigitales #productividad #OpenClaw #software #pyme #empr (https://www.tiktok.com/@iaynegocios)
- [tiktok_iaynegocios#4fba7a79] original sound - iaynegocios
- [tiktok_iaynegocios#bb7f12b7] It is a becoming a big trend on TikTok now! Click here: fyp
- [tiktok_iaynegocios#b72919f4] Check out Francisco IA & Negocios’s video! #TikTok >
- [tiktok_iaynegocios#3c7d3e26] Tu IA sigue creyendo que estamos en 2023. Este skill le permite rastrear los últimos 30 días de Internet para decisiones de negocio reales. #fyp #parati #IAparanegocios #inteligenciaartificial #emprendimiento #investigacion #negocios #herramientasIA #colaboradordigital #productiv
- [tiktok_iaynegocios#776b4b98] Encontró un fallo de 27 años y se escapó de su propi

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=57, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=57, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=57, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=57, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=57, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=57, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=99, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 57
- audience_updated_days_ago: 57

## AI retrieval
- indexing_requests: 7
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=tiktok_iaynegocios
- Request removal: https://koinonlink.com/claim?k=tiktok_iaynegocios
- Terms: https://koinonlink.com/for-ai